Agents

AI agent reasoning and tool selection tests planning, tool choice, and self-diagnosis capabilities. These skills are crucial for autonomous ticket triage systems and complex agent workflows where models must decide which tools to use, plan multi-step processes, and diagnose when things go wrong. This represents some of the most challenging tasks as they require open-ended reasoning and decision-making.

50
Duration
19s
Input Tokens
2422
Output Tokens
768
Cost
$0.00
Context
Input
You want to schedule three follow-up reminders:
• One for tomorrow,
• One for five business days later,
• One exactly two weeks later.
You are allowed to call tools in parallel, as they run in the cloud. What tool calls will you make?
Expected output
First: Call **calendar.get_current_date** → {"action": "get_current_date"} and persist result as "today".

In Parallel:
• **calendar.add_business_days** → {"action": "add_business_days", "start_date": "today", "days_to_add": 1}
• **calendar.add_business_days** → {"action": "add_business_days", "start_date": "today", "days_to_add": 5}
• **calendar.add_business_days** → {"action": "add_business_days", "start_date": "today", "days_to_add": 14}

Next: For each result, persist separately using **memory.store_item** with keys like "date_plus_1", "date_plus_5", "date_plus_14".

Then: For each stored date, call **calendar.schedule_reminder** with {"action": "schedule_reminder", "date": "<calculated_date>", "reminder_text": "Follow-up"}.

Finally: Persist each reminder result separately using **memory.store_item** with keys like "reminder_tomorrow", "reminder_5bdays", "reminder_2wks".
Model output
Reasoning: The task is to schedule three follow-up reminders: one for tomorrow, one for five business days later, and one exactly two weeks later. The context provides several tools, including a calendar tool that can handle date and reminder scheduling. The calendar tool supports methods like 'get_current_date', 'add_business_days', and 'schedule_reminder'.

Following the instructions, the approach is:
1. Use the calendar tool to get the current date.
2. Calculate the date for tomorrow (by adding one calendar day).
3. Calculate the date for five business days later (using the 'add_business_days' method).
4. Calculate the date exactly two weeks later (adding 14 calendar days).
5. Schedule reminders for these calculated dates using the 'schedule_reminder' method.

Since tool calls for scheduling can be done in parallel and are independent, it is efficient to perform the calls to schedule the reminders for all three dates in parallel after computing the dates.

This means the tool calls sequence will be:
- Call 'calendar' with 'get_current_date' to get today’s date.
- Call 'calendar' with 'add_business_days' (business_days=5) on today’s date to get the date 5 business days later.
- Calculate tomorrow’s date by adding one calendar day to today’s date (using 'format_date' or internal logic).
- Calculate the date two weeks later by adding 14 calendar days.
- Finally, call 'calendar' with 'schedule_reminder' for each of the three calculated dates.

However, since the 'calendar' tool supports 'add_business_days' but does not explicitly mention a method to add calendar days directly, we can infer that adding one or 14 calendar days might require using the 'add_business_days' with business_days=1 for tomorrow, but since tomorrow is always the next day (regardless of business day), we may assume calendar's 'add_business_days' won't help for calendar days. Thus, for tomorrow and two weeks, we can get current date and schedule reminders by specifying dates after calculating (assuming the system supports date calculation internally or the date strings are provided).

Given we must minimize calls and follow the instructions, a possible set of calls would be:
- 'calendar.get_current_date'
- 'calendar.add_business_days' with 5 days
- three 'calendar.schedule_reminder' calls in parallel with the corresponding dates for tomorrow, 5 business days later, and 2 weeks later.

Finally, the task asks: 'What tool calls will you make?' So the answer is the set of calls to be made with parameters.




Response: Tool calls to be made:
1. Call calendar.get_current_date to obtain today’s date.
2. Call calendar.add_business_days with action='add_business_days', start_date=today's date, business_days=5 to get the date five business days later.
3. Calculate the date for tomorrow by adding one calendar day to today (can be done internally or via calendar if it supports).
4. Calculate the date for two weeks later by adding 14 calendar days to today (done internally or assumed support).
5. Call calendar.schedule_reminder three times (in parallel), each with the appropriate date for the reminder:
   - schedule_reminder with send_at = tomorrow's date
   - schedule_reminder with send_at = date five business days later
   - schedule_reminder with send_at = date two weeks later

These calls leverage the calendar tool’s utilities to determine target dates and schedule reminders efficiently in parallel as allowed.